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基于模糊集理论的施工项目工期—成本—质量权衡优化方法研究
引用本文:刘佳,刘伊生,施颖.基于模糊集理论的施工项目工期—成本—质量权衡优化方法研究[J].北京交通大学学报(自然科学版),2017,16(3).
作者姓名:刘佳  刘伊生  施颖
作者单位:北京交通大学经济管理学院,北京,100044;中国矿业大学(北京)管理学院,北京,100083
摘    要:基于模糊集理论对施工项目工期、成本和质量多目标权衡优化这一问题进行系统研究.研究表明:采用三角模糊数能够有效表达施工活动持续时间和成本的不确定性,通过建立质量模糊评语集及其隶属函数,可以对质量水平进行合理的量化评估.利用Pareto最优化原理,设计基于非支配排序遗传算法的运算程序,从而建立不确定条件下施工工期、成本和质量多目标权衡优化模型,决策者可以从模型获得的一系列Pareto最优解中寻求满意方案.

关 键 词:施工项目  工期—成本—质量  多目标优化  非支配排序遗传算法  模糊集理论

Method of Time-Cost-Quality Tradeoff Optimization of Construction Project : A Study Based on Fuzzy Set Theory
LIU Jia,LIU Yi-sheng,SHI Ying.Method of Time-Cost-Quality Tradeoff Optimization of Construction Project : A Study Based on Fuzzy Set Theory[J].JOURNAL OF BEIJING JIAOTONG UNIVERSITY,2017,16(3).
Authors:LIU Jia  LIU Yi-sheng  SHI Ying
Abstract:Based on fuzzy set theory,this paper makes a systematic study on multi-objective optimization of time.cost and quality of construction projects.The study shows that the use of triangular fuzzv numbers can effectively express the duration time of construction and the indeterminacy of cost.The establishment of a fuzzv comment set and its corresponding triangular fuzzy memhership function can make a sound quantitative assessment on the quality of the construction project.The design of non dominated sorting genetic algorithm based on Pareto optimality helps to estahlish a multi objective optimization model of time-cost-quality of construction projects under the condition of uncertainty,which enables the decision-makers to find the best solution from a series of Pareto optimal solutions obtained.
Keywords:construction project  time-cost-quality  multi-objective optimization  non dominated sorting genetic algorithm  fuzzy set theory
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